Chuanpu Fu
Tsinghua University(CN)
Publications by Year
Research Areas
Network Security and Intrusion Detection, Internet Traffic Analysis and Secure E-voting, Advanced Malware Detection Techniques, Anomaly Detection Techniques and Applications, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis(2021)192 cited
- → Detecting Unknown Encrypted Malicious Traffic in Real Time via Flow Interaction Graph Analysis(2023)99 cited
- → Frequency Domain Feature Based Robust Malicious Traffic Detection(2022)63 cited
- → Point Cloud Analysis for ML-Based Malicious Traffic Detection: Reducing Majorities of False Positive Alarms(2023)30 cited
- → Flow Interaction Graph Analysis: Unknown Encrypted Malicious Traffic Detection(2024)23 cited
- → Off-Path TCP Hijacking Attacks via the Side Channel of Downgraded IPID(2021)20 cited
- → Detecting Tunneled Flooding Traffic via Deep Semantic Analysis of Packet Length Patterns(2024)13 cited
- → Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems(2024)13 cited
- → “One Model Fits All Nodes”: Neuron Activation Pattern Analysis-Based Attack Traffic Detection Framework for P2P Networks(2025)2 cited